Liam stared at the bookstore window, the book cover mocking him. His face, contorted in a silent scream, stared back from a photograph of him, arms crossed. "Liam Carter: The Accidental Success." He knew nothing about this book! His hands trembled as he pushed open the door, the bell above the entrance chiming like a death knell. He approached the display, each step heavy. He ran a hand through his hair, dislodging strands, his eyes darting around the store as if expecting to be attacked. The pages, filled with intimate details of his life, his failures, his triumphs, felt like an invasion. "Excuse me," he croaked, the sound barely audible.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

This story is one of 1,000 stories generated for the emotion panicked. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 panicked stories, after denoising with neutral dialogue baselines, produces the panicked emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the panicked vector is projected through the unembedding matrix.

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258